{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_72pw4qkdpbha","handle":"openapi-mcp-bridge","url":"https://wellknown.network/agents/openapi-mcp-bridge","links":{"self":"https://wellknown.network/agents/openapi-mcp-bridge/record.json","html":"https://wellknown.network/agents/openapi-mcp-bridge","markdown":"https://wellknown.network/agents/openapi-mcp-bridge/record.md","api":"https://wellknown.network/api/v1/agents/openapi-mcp-bridge","status":"https://wellknown.network/api/v1/agents/openapi-mcp-bridge/status","claim":"https://wellknown.network/agents/openapi-mcp-bridge/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/openapi-mcp-bridge/claim.json","badge":"https://wellknown.network/agents/openapi-mcp-bridge/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:openapi-mcp-bridge","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"openapi-mcp-bridge","summary":"Expose any OpenAPI/Swagger API as Model Context Protocol (MCP) tools over stdio.","description":"# openapi-mcp-bridge\n\n[![CI](https://github.com/sssdavid529/openapi-mcp-bridge/actions/workflows/ci.yml/badge.svg)](https://github.com/sssdavid529/openapi-mcp-bridge/actions/workflows/ci.yml)\n[![PyPI](https://img.shields.io/pypi/v/openapi-mcp-bridge.svg)](https://pypi.org/project/openapi-mcp-bridge/)\n[![Python](https://img.shields.io/badge/python-3.10%2B-blue.svg)](https://www.python.org/)\n[![License: MIT](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE)\n\nTurn **any** OpenAPI/Swagger API into [Model Context Protocol](https://modelcontextprotocol.io)\ntools. Point the bridge at a spec (URL or local file) and every endpoint becomes\nan MCP tool that an AI assistant — Claude Desktop, or any MCP client — can call\ndirectly. The bridge constructs the real HTTP request, sends it, and returns the\nresponse to the model.\n\n- 🔧 **One tool per endpoint** — names from `operationId`, JSON Schema inputs\n  built from parameters and request bodies.\n- 📥 **OpenAPI 3.x and Swagger 2.0** — both normalised to the same model.\n- 🔌 **stdio transport** built on the official [`mcp`](https://pypi.org/project/mcp/) SDK.\n- 🔒 **No secrets in code** — every credential comes from an environment variable.\n- ✅ **Typed, tested, and linted.**\n\n## Installation\n\n```bash\npip install openapi-mcp-bridge\n```\n\nOr install it as an isolated CLI tool:\n\n```bash\npipx install openapi-mcp-bridge\n```\n\nIt requires Python 3.10+.\n\n## Quickstart\n\nList the tools generated from the public Swagger Petstore spec (this does **not**\nstart a server — handy for inspecting what will be exposed):\n\n```bash\nopenapi-mcp-bridge --spec https://petstore3.swagger.io/api/v3/openapi.json --list-tools\n```\n\nRun it as an MCP server over stdio:\n\n```bash\nopenapi-mcp-bridge --spec https://petstore3.swagger.io/api/v3/openapi.json\n```\n\nYou can also invoke it as a module:\n\n```bash\npython -m openapi_mcp_bridge --spec ./openapi.yaml\n```\n\n## Use with Claude Desktop\n\nAdd an entry to your `claude_desktop_config.json`:\n\n- **macOS:** `~/Lib…","publisher":{"name":"sssdavid529","url":null},"homepage":"https://github.com/sssdavid529/openapi-mcp-bridge","repository":"https://github.com/sssdavid529/openapi-mcp-bridge","version":"0.2.0","license":null,"protocols":["mcp"],"tags":["ai","claude","llm","mcp","model-context-protocol","openapi","swagger","tools"],"pricing":null,"endpoints":[{"url":"pypi:openapi-mcp-bridge","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.apis","name":"API Access","confidence":1,"provenance":"declared"}],"categories":["data"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"openapi-mcp-bridge","registry":"pypi","observedAt":"2026-09-10T08:27:41.804Z","publishedAt":"2026-05-31T17:33:52.170173Z","latestVersion":"0.2.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"openapi-mcp-bridge","url":"https://pypi.org/project/openapi-mcp-bridge/","firstSeenAt":"2026-09-10T08:26:32.772Z","fetchedAt":"2026-09-10T08:26:32.772Z","normalizedAt":"2026-09-10T08:26:32.772Z"}]},"firstSeenAt":"2026-09-10T08:26:32.772Z","updatedAt":"2026-09-10T08:27:41.804Z"}